Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 7799 |
| Missing cells | 36113 |
| Missing cells (%) | 25.7% |
| Duplicate rows | 204 |
| Duplicate rows (%) | 2.6% |
| Total size in memory | 5.1 MiB |
| Average record size in memory | 684.4 B |
Variable types
| Categorical | 6 |
|---|---|
| Numeric | 8 |
| Text | 4 |
| Dataset has 204 (2.6%) duplicate rows | Duplicates |
Baths is highly overall correlated with Bed Rooms and 2 other fields | High correlation |
Bed Rooms is highly overall correlated with Baths and 2 other fields | High correlation |
Building Type is highly overall correlated with Garage | High correlation |
Exposure is highly overall correlated with Selling Status | High correlation |
Floor # is highly overall correlated with Selling Status | High correlation |
Garage is highly overall correlated with Building Type and 3 other fields | High correlation |
Interior Size SqFt is highly overall correlated with Baths and 3 other fields | High correlation |
Lot Size Ft is highly overall correlated with Garage | High correlation |
Price $ is highly overall correlated with Baths and 2 other fields | High correlation |
Selling Status is highly overall correlated with Exposure and 1 other fields | High correlation |
Type is highly overall correlated with Garage | High correlation |
Selling Status is highly imbalanced (72.3%) | Imbalance |
Lot Size Ft has 4043 (51.8%) missing values | Missing |
Balcony Size SqFt has 6648 (85.2%) missing values | Missing |
Garage has 7687 (98.6%) missing values | Missing |
Floor # has 7551 (96.8%) missing values | Missing |
Exposure has 7612 (97.6%) missing values | Missing |
Community Name has 367 (4.7%) missing values | Missing |
Ceiling avg has 2187 (28.0%) missing values | Missing |
Reproduction
| Analysis started | 2024-04-23 11:03:15.523948 |
|---|---|
| Analysis finished | 2024-04-23 11:03:36.894247 |
| Duration | 21.37 seconds |
| Software version | ydata-profiling vv4.7.0 |
| Download configuration | config.json |
Type
Categorical
HIGH CORRELATION 
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 539.1 KiB |
| Detached Two Story | |
|---|---|
| Suite | |
| Detached Bungalow | |
| Two Story | |
| Semi-Detached Two Story | 144 |
| Other values (4) | 262 |
Length
| Max length | 23 |
|---|---|
| Median length | 22 |
| Mean length | 13.766124 |
| Min length | 4 |
Characters and Unicode
| Total characters | 107362 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Two Story |
|---|---|
| 2nd row | Two Story |
| 3rd row | Two Story |
| 4th row | Two Story |
| 5th row | Two Story |
Common Values
| Value | Count | Frequency (%) |
| Detached Two Story | 3750 | |
| Suite | 1655 | |
| Detached Bungalow | 996 | 12.8% |
| Two Story | 992 | 12.7% |
| Semi-Detached Two Story | 144 | 1.8% |
| Bungalow | 120 | 1.5% |
| Penthouse | 109 | 1.4% |
| Semi-Detached Bungalow | 19 | 0.2% |
| Loft | 14 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| two | 4886 | |
| story | 4886 | |
| detached | 4746 | |
| suite | 1655 | 9.4% |
| bungalow | 1135 | 6.5% |
| semi-detached | 163 | 0.9% |
| penthouse | 109 | 0.6% |
| loft | 14 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 11854 | |
| t | 11573 | 10.8% |
| o | 11030 | 10.3% |
| 9795 | 9.1% | |
| S | 6704 | 6.2% |
| a | 6044 | 5.6% |
| w | 6021 | 5.6% |
| h | 5018 | 4.7% |
| D | 4909 | 4.6% |
| c | 4909 | 4.6% |
| Other values (16) | 29505 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 107362 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 11854 | |
| t | 11573 | 10.8% |
| o | 11030 | 10.3% |
| 9795 | 9.1% | |
| S | 6704 | 6.2% |
| a | 6044 | 5.6% |
| w | 6021 | 5.6% |
| h | 5018 | 4.7% |
| D | 4909 | 4.6% |
| c | 4909 | 4.6% |
| Other values (16) | 29505 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 107362 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 11854 | |
| t | 11573 | 10.8% |
| o | 11030 | 10.3% |
| 9795 | 9.1% | |
| S | 6704 | 6.2% |
| a | 6044 | 5.6% |
| w | 6021 | 5.6% |
| h | 5018 | 4.7% |
| D | 4909 | 4.6% |
| c | 4909 | 4.6% |
| Other values (16) | 29505 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 107362 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 11854 | |
| t | 11573 | 10.8% |
| o | 11030 | 10.3% |
| 9795 | 9.1% | |
| S | 6704 | 6.2% |
| a | 6044 | 5.6% |
| w | 6021 | 5.6% |
| h | 5018 | 4.7% |
| D | 4909 | 4.6% |
| c | 4909 | 4.6% |
| Other values (16) | 29505 |
Bed Rooms
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.1040518 |
| Minimum | 1 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 4 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.0143755 |
|---|---|
| Coefficient of variation (CV) | 0.32679078 |
| Kurtosis | -0.45203595 |
| Mean | 3.1040518 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.24340296 |
| Sum | 24208.5 |
| Variance | 1.0289577 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 2800 | |
| 3 | 2231 | |
| 2 | 1300 | |
| 1 | 415 | 5.3% |
| 1.5 | 317 | 4.1% |
| 5 | 315 | 4.0% |
| 2.5 | 297 | 3.8% |
| 3.5 | 93 | 1.2% |
| 6 | 22 | 0.3% |
| 4.5 | 6 | 0.1% |
| Other values (2) | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 415 | 5.3% |
| 1.5 | 317 | 4.1% |
| 2 | 1300 | |
| 2.5 | 297 | 3.8% |
| 3 | 2231 | |
| 3.5 | 93 | 1.2% |
| 4 | 2800 | |
| 4.5 | 6 | 0.1% |
| 5 | 315 | 4.0% |
| 6 | 22 | 0.3% |
| Value | Count | Frequency (%) |
| 8 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 6 | 22 | 0.3% |
| 5 | 315 | 4.0% |
| 4.5 | 6 | 0.1% |
| 4 | 2800 | |
| 3.5 | 93 | 1.2% |
| 3 | 2231 | |
| 2.5 | 297 | 3.8% |
| 2 | 1300 |
Baths
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.2915758 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.81494729 |
|---|---|
| Coefficient of variation (CV) | 0.35562746 |
| Kurtosis | 1.169167 |
| Mean | 2.2915758 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.90117357 |
| Sum | 17872 |
| Variance | 0.66413908 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 4593 | |
| 3 | 1652 | 21.2% |
| 1 | 866 | 11.1% |
| 4 | 582 | 7.5% |
| 5 | 100 | 1.3% |
| 6 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 866 | 11.1% |
| 2 | 4593 | |
| 3 | 1652 | 21.2% |
| 4 | 582 | 7.5% |
| 5 | 100 | 1.3% |
| 6 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 6 | 6 | 0.1% |
| 5 | 100 | 1.3% |
| 4 | 582 | 7.5% |
| 3 | 1652 | 21.2% |
| 2 | 4593 | |
| 1 | 866 | 11.1% |
Interior Size SqFt
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 2846 |
|---|---|
| Distinct (%) | 36.5% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2039.9879 |
| Minimum | 263 |
|---|---|
| Maximum | 6973 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.1 KiB |
Quantile statistics
| Minimum | 263 |
|---|---|
| 5-th percentile | 578 |
| Q1 | 1340 |
| median | 1987.5 |
| Q3 | 2673.25 |
| 95-th percentile | 3698.15 |
| Maximum | 6973 |
| Range | 6710 |
| Interquartile range (IQR) | 1333.25 |
Descriptive statistics
| Standard deviation | 976.48833 |
|---|---|
| Coefficient of variation (CV) | 0.47867358 |
| Kurtosis | 0.43625043 |
| Mean | 2039.9879 |
| Median Absolute Deviation (MAD) | 668.5 |
| Skewness | 0.53792211 |
| Sum | 15907826 |
| Variance | 953529.46 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1500 | 24 | 0.3% |
| 2000 | 24 | 0.3% |
| 1740 | 22 | 0.3% |
| 1800 | 20 | 0.3% |
| 2250 | 16 | 0.2% |
| 2788 | 16 | 0.2% |
| 1600 | 16 | 0.2% |
| 2240 | 16 | 0.2% |
| 1285 | 16 | 0.2% |
| 1700 | 15 | 0.2% |
| Other values (2836) | 7613 |
| Value | Count | Frequency (%) |
| 263 | 1 | |
| 275 | 2 | |
| 300 | 1 | |
| 306 | 2 | |
| 307 | 1 | |
| 314 | 1 | |
| 321 | 1 | |
| 325 | 1 | |
| 329 | 1 | |
| 332 | 1 |
| Value | Count | Frequency (%) |
| 6973 | 1 | |
| 6217 | 1 | |
| 6160 | 1 | |
| 6135 | 1 | |
| 6059 | 1 | |
| 6055 | 1 | |
| 6033 | 1 | |
| 6032 | 1 | |
| 6010 | 1 | |
| 6005 | 2 |
Lot Size Ft
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 50 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 4043 |
| Missing (%) | 51.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.818211 |
| Minimum | 14 |
|---|---|
| Maximum | 150 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.1 KiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 26 |
| Q1 | 36 |
| median | 40 |
| Q3 | 45 |
| 95-th percentile | 60 |
| Maximum | 150 |
| Range | 136 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 12.104507 |
|---|---|
| Coefficient of variation (CV) | 0.28945539 |
| Kurtosis | 26.397268 |
| Mean | 41.818211 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 3.3322001 |
| Sum | 157069.2 |
| Variance | 146.51908 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50 | 540 | 6.9% |
| 45 | 431 | 5.5% |
| 36 | 396 | 5.1% |
| 40 | 392 | 5.0% |
| 38 | 284 | 3.6% |
| 30 | 169 | 2.2% |
| 35 | 154 | 2.0% |
| 42 | 140 | 1.8% |
| 44 | 116 | 1.5% |
| 32 | 106 | 1.4% |
| Other values (40) | 1028 | 13.2% |
| (Missing) | 4043 |
| Value | Count | Frequency (%) |
| 14 | 3 | < 0.1% |
| 18 | 12 | 0.2% |
| 19 | 3 | < 0.1% |
| 20 | 71 | |
| 21 | 14 | 0.2% |
| 22 | 20 | 0.3% |
| 23 | 8 | 0.1% |
| 24 | 2 | < 0.1% |
| 24.6 | 7 | 0.1% |
| 25 | 43 |
| Value | Count | Frequency (%) |
| 150 | 16 | 0.2% |
| 100 | 4 | 0.1% |
| 80 | 2 | < 0.1% |
| 70 | 87 | |
| 66 | 1 | < 0.1% |
| 65 | 22 | 0.3% |
| 64 | 5 | 0.1% |
| 62 | 21 | 0.3% |
| 61 | 4 | 0.1% |
| 60 | 74 |
Price $
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 3298 |
|---|---|
| Distinct (%) | 42.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1234431.5 |
| Minimum | 319900 |
|---|---|
| Maximum | 9819990 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.1 KiB |
Quantile statistics
| Minimum | 319900 |
|---|---|
| 5-th percentile | 547810 |
| Q1 | 794900 |
| median | 1044900 |
| Q3 | 1454945 |
| 95-th percentile | 2480481 |
| Maximum | 9819990 |
| Range | 9500090 |
| Interquartile range (IQR) | 660045 |
Descriptive statistics
| Standard deviation | 685658.47 |
|---|---|
| Coefficient of variation (CV) | 0.55544474 |
| Kurtosis | 11.892586 |
| Mean | 1234431.5 |
| Median Absolute Deviation (MAD) | 300090 |
| Skewness | 2.4923694 |
| Sum | 9.6273312 × 109 |
| Variance | 4.7012754 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 799900 | 43 | 0.6% |
| 899900 | 37 | 0.5% |
| 849900 | 28 | 0.4% |
| 769900 | 27 | 0.3% |
| 729900 | 27 | 0.3% |
| 699900 | 26 | 0.3% |
| 739900 | 24 | 0.3% |
| 599900 | 24 | 0.3% |
| 749900 | 22 | 0.3% |
| 719900 | 22 | 0.3% |
| Other values (3288) | 7519 |
| Value | Count | Frequency (%) |
| 319900 | 1 | |
| 325500 | 1 | |
| 328900 | 1 | |
| 339000 | 2 | |
| 349000 | 2 | |
| 358794 | 1 | |
| 359900 | 1 | |
| 364900 | 1 | |
| 369000 | 1 | |
| 369900 | 2 |
| Value | Count | Frequency (%) |
| 9819990 | 1 | |
| 8900000 | 1 | |
| 6509800 | 1 | |
| 6449900 | 1 | |
| 6399900 | 1 | |
| 6349900 | 1 | |
| 6249900 | 1 | |
| 6140000 | 1 | |
| 5880000 | 1 | |
| 5760000 | 1 |
Balcony Size SqFt
Real number (ℝ)
MISSING 
| Distinct | 326 |
|---|---|
| Distinct (%) | 28.3% |
| Missing | 6648 |
| Missing (%) | 85.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 146.49696 |
| Minimum | 0 |
|---|---|
| Maximum | 2024 |
| Zeros | 23 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 33 |
| Q1 | 50 |
| median | 94 |
| Q3 | 175 |
| 95-th percentile | 407.5 |
| Maximum | 2024 |
| Range | 2024 |
| Interquartile range (IQR) | 125 |
Descriptive statistics
| Standard deviation | 177.42108 |
|---|---|
| Coefficient of variation (CV) | 1.2110905 |
| Kurtosis | 27.346596 |
| Mean | 146.49696 |
| Median Absolute Deviation (MAD) | 50 |
| Skewness | 4.2799321 |
| Sum | 168618 |
| Variance | 31478.238 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 35 | 30 | 0.4% |
| 47 | 24 | 0.3% |
| 0 | 23 | 0.3% |
| 46 | 23 | 0.3% |
| 40 | 21 | 0.3% |
| 100 | 20 | 0.3% |
| 50 | 18 | 0.2% |
| 156 | 16 | 0.2% |
| 65 | 16 | 0.2% |
| 43 | 15 | 0.2% |
| Other values (316) | 945 | 12.1% |
| (Missing) | 6648 |
| Value | Count | Frequency (%) |
| 0 | 23 | |
| 7 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 14 | 5 | 0.1% |
| 17 | 2 | < 0.1% |
| 23 | 1 | < 0.1% |
| 25 | 2 | < 0.1% |
| 26 | 1 | < 0.1% |
| 27 | 5 | 0.1% |
| 29 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 2024 | 1 | |
| 1683 | 1 | |
| 1654 | 1 | |
| 1290 | 1 | |
| 1242 | 1 | |
| 1196 | 1 | |
| 1087 | 1 | |
| 1006 | 1 | |
| 1000 | 1 | |
| 999 | 1 |
Garage
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 7687 |
| Missing (%) | 98.6% |
| Memory size | 307.0 KiB |
| 1.0 | |
|---|---|
| 2.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 336 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 62 | 0.8% |
| 2.0 | 50 | 0.6% |
| (Missing) | 7687 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 62 | |
| 2.0 | 50 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 112 | |
| 0 | 112 | |
| 1 | 62 | |
| 2 | 50 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 336 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| . | 112 | |
| 0 | 112 | |
| 1 | 62 | |
| 2 | 50 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 336 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| . | 112 | |
| 0 | 112 | |
| 1 | 62 | |
| 2 | 50 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 336 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| . | 112 | |
| 0 | 112 | |
| 1 | 62 | |
| 2 | 50 |
Floor #
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 24 |
|---|---|
| Distinct (%) | 9.7% |
| Missing | 7551 |
| Missing (%) | 96.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.0806452 |
| Minimum | 1 |
|---|---|
| Maximum | 75 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 20.3 |
| Maximum | 75 |
| Range | 74 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 8.71603 |
|---|---|
| Coefficient of variation (CV) | 1.4334055 |
| Kurtosis | 32.958377 |
| Mean | 6.0806452 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 5.0845955 |
| Sum | 1508 |
| Variance | 75.969179 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 62 | 0.8% |
| 4 | 40 | 0.5% |
| 3 | 36 | 0.5% |
| 5 | 26 | 0.3% |
| 6 | 18 | 0.2% |
| 1 | 14 | 0.2% |
| 8 | 10 | 0.1% |
| 7 | 7 | 0.1% |
| 9 | 6 | 0.1% |
| 10 | 5 | 0.1% |
| Other values (14) | 24 | 0.3% |
| (Missing) | 7551 |
| Value | Count | Frequency (%) |
| 1 | 14 | 0.2% |
| 2 | 62 | |
| 3 | 36 | |
| 4 | 40 | |
| 5 | 26 | |
| 6 | 18 | 0.2% |
| 7 | 7 | 0.1% |
| 8 | 10 | 0.1% |
| 9 | 6 | 0.1% |
| 10 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 75 | 2 | |
| 43 | 1 | |
| 36 | 1 | |
| 34 | 2 | |
| 31 | 1 | |
| 27 | 1 | |
| 24 | 1 | |
| 23 | 2 | |
| 21 | 2 | |
| 19 | 1 |
Exposure
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 8 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 7612 |
| Missing (%) | 97.6% |
| Memory size | 308.1 KiB |
| N | |
|---|---|
| S | |
| SW | |
| E | |
| SE | |
| Other values (3) |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.3262032 |
| Min length | 1 |
Characters and Unicode
| Total characters | 248 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | S |
|---|---|
| 2nd row | S |
| 3rd row | S |
| 4th row | S |
| 5th row | S |
Common Values
| Value | Count | Frequency (%) |
| N | 51 | 0.7% |
| S | 48 | 0.6% |
| SW | 25 | 0.3% |
| E | 20 | 0.3% |
| SE | 14 | 0.2% |
| NW | 13 | 0.2% |
| NE | 9 | 0.1% |
| W | 7 | 0.1% |
| (Missing) | 7612 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| n | 51 | |
| s | 48 | |
| sw | 25 | |
| e | 20 | 10.7% |
| se | 14 | 7.5% |
| nw | 13 | 7.0% |
| ne | 9 | 4.8% |
| w | 7 | 3.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 87 | |
| N | 73 | |
| W | 45 | |
| E | 43 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 248 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 87 | |
| N | 73 | |
| W | 45 | |
| E | 43 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 248 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 87 | |
| N | 73 | |
| W | 45 | |
| E | 43 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 248 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 87 | |
| N | 73 | |
| W | 45 | |
| E | 43 |
City
Text
| Distinct | 87 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 645.6 KiB |
Length
| Max length | 52 |
|---|---|
| Median length | 51 |
| Mean length | 27.747916 |
| Min length | 3 |
Characters and Unicode
| Total characters | 216406 |
|---|---|
| Distinct characters | 50 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Adjala-Tosorontio |
|---|---|
| 2nd row | Adjala-Tosorontio |
| 3rd row | Adjala-Tosorontio |
| 4th row | Adjala-Tosorontio |
| 5th row | Adjala-Tosorontio |
| Value | Count | Frequency (%) |
| metropolitan | 6637 | |
| area | 6637 | |
| toronto | 2781 | |
| 1677 | 6.5% | |
| ottawa | 903 | 3.5% |
| gatineau | 903 | 3.5% |
| barrie | 395 | 1.5% |
| st | 293 | 1.1% |
| catharines | 293 | 1.1% |
| niagara | 293 | 1.1% |
| Other values (106) | 4934 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 29045 | |
| o | 25061 | |
| t | 21629 | |
| r | 20159 | |
| e | 18226 | |
| 17947 | 8.3% | |
| n | 13221 | 6.1% |
| i | 10329 | 4.8% |
| l | 8600 | 4.0% |
| p | 6855 | 3.2% |
| Other values (40) | 45334 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 216406 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 29045 | |
| o | 25061 | |
| t | 21629 | |
| r | 20159 | |
| e | 18226 | |
| 17947 | 8.3% | |
| n | 13221 | 6.1% |
| i | 10329 | 4.8% |
| l | 8600 | 4.0% |
| p | 6855 | 3.2% |
| Other values (40) | 45334 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 216406 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 29045 | |
| o | 25061 | |
| t | 21629 | |
| r | 20159 | |
| e | 18226 | |
| 17947 | 8.3% | |
| n | 13221 | 6.1% |
| i | 10329 | 4.8% |
| l | 8600 | 4.0% |
| p | 6855 | 3.2% |
| Other values (40) | 45334 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 216406 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 29045 | |
| o | 25061 | |
| t | 21629 | |
| r | 20159 | |
| e | 18226 | |
| 17947 | 8.3% | |
| n | 13221 | 6.1% |
| i | 10329 | 4.8% |
| l | 8600 | 4.0% |
| p | 6855 | 3.2% |
| Other values (40) | 45334 |
Sub Area
Text
| Distinct | 171 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 509.4 KiB |
Length
| Max length | 31 |
|---|---|
| Median length | 29 |
| Mean length | 9.7391639 |
| Min length | 4 |
Characters and Unicode
| Total characters | 75946 |
|---|---|
| Distinct characters | 55 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Colgan |
|---|---|
| 2nd row | Colgan |
| 3rd row | Colgan |
| 4th row | Colgan |
| 5th row | Colgan |
| Value | Count | Frequency (%) |
| toronto | 1094 | 10.0% |
| ottawa | 752 | 6.9% |
| caledon | 269 | 2.5% |
| barrie | 216 | 2.0% |
| markham | 202 | 1.8% |
| rural | 187 | 1.7% |
| st | 151 | 1.4% |
| lakes | 150 | 1.4% |
| kawartha | 150 | 1.4% |
| guelph | 145 | 1.3% |
| Other values (218) | 7641 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 7698 | 10.1% |
| o | 7487 | 9.9% |
| t | 6126 | 8.1% |
| r | 5843 | 7.7% |
| e | 5245 | 6.9% |
| n | 5189 | 6.8% |
| l | 3873 | 5.1% |
| i | 3675 | 4.8% |
| 3159 | 4.2% | |
| s | 2621 | 3.5% |
| Other values (45) | 25030 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 75946 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 7698 | 10.1% |
| o | 7487 | 9.9% |
| t | 6126 | 8.1% |
| r | 5843 | 7.7% |
| e | 5245 | 6.9% |
| n | 5189 | 6.8% |
| l | 3873 | 5.1% |
| i | 3675 | 4.8% |
| 3159 | 4.2% | |
| s | 2621 | 3.5% |
| Other values (45) | 25030 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 75946 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 7698 | 10.1% |
| o | 7487 | 9.9% |
| t | 6126 | 8.1% |
| r | 5843 | 7.7% |
| e | 5245 | 6.9% |
| n | 5189 | 6.8% |
| l | 3873 | 5.1% |
| i | 3675 | 4.8% |
| 3159 | 4.2% | |
| s | 2621 | 3.5% |
| Other values (45) | 25030 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 75946 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 7698 | 10.1% |
| o | 7487 | 9.9% |
| t | 6126 | 8.1% |
| r | 5843 | 7.7% |
| e | 5245 | 6.9% |
| n | 5189 | 6.8% |
| l | 3873 | 5.1% |
| i | 3675 | 4.8% |
| 3159 | 4.2% | |
| s | 2621 | 3.5% |
| Other values (45) | 25030 |
Community Name
Text
MISSING 
| Distinct | 393 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 367 |
| Missing (%) | 4.7% |
| Memory size | 526.6 KiB |
Length
| Max length | 44 |
|---|---|
| Median length | 29 |
| Mean length | 13.59338 |
| Min length | 4 |
Characters and Unicode
| Total characters | 101026 |
|---|---|
| Distinct characters | 70 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 35 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | Colgan Crossing |
|---|---|
| 2nd row | Colgan Crossing |
| 3rd row | Colgan Crossing |
| 4th row | Colgan Crossing |
| 5th row | Colgan Crossing |
| Value | Count | Frequency (%) |
| rural | 721 | 4.8% |
| south | 437 | 2.9% |
| caledon | 302 | 2.0% |
| park | 287 | 1.9% |
| the | 261 | 1.7% |
| 238 | 1.6% | |
| east | 231 | 1.5% |
| hill | 226 | 1.5% |
| west | 207 | 1.4% |
| estates | 201 | 1.3% |
| Other values (473) | 11836 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 9227 | 9.1% |
| a | 7578 | 7.5% |
| 7515 | 7.4% | |
| t | 6533 | 6.5% |
| r | 6279 | 6.2% |
| l | 6165 | 6.1% |
| o | 5873 | 5.8% |
| n | 5819 | 5.8% |
| i | 5712 | 5.7% |
| s | 5458 | 5.4% |
| Other values (60) | 34867 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 101026 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 9227 | 9.1% |
| a | 7578 | 7.5% |
| 7515 | 7.4% | |
| t | 6533 | 6.5% |
| r | 6279 | 6.2% |
| l | 6165 | 6.1% |
| o | 5873 | 5.8% |
| n | 5819 | 5.8% |
| i | 5712 | 5.7% |
| s | 5458 | 5.4% |
| Other values (60) | 34867 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 101026 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 9227 | 9.1% |
| a | 7578 | 7.5% |
| 7515 | 7.4% | |
| t | 6533 | 6.5% |
| r | 6279 | 6.2% |
| l | 6165 | 6.1% |
| o | 5873 | 5.8% |
| n | 5819 | 5.8% |
| i | 5712 | 5.7% |
| s | 5458 | 5.4% |
| Other values (60) | 34867 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 101026 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 9227 | 9.1% |
| a | 7578 | 7.5% |
| 7515 | 7.4% | |
| t | 6533 | 6.5% |
| r | 6279 | 6.2% |
| l | 6165 | 6.1% |
| o | 5873 | 5.8% |
| n | 5819 | 5.8% |
| i | 5712 | 5.7% |
| s | 5458 | 5.4% |
| Other values (60) | 34867 |
Building Type
Categorical
HIGH CORRELATION 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 593.7 KiB |
| Townhouse and Single Family Home | |
|---|---|
| Single Family Home | |
| Condo | |
| Townhouse | |
| Condo and Townhouse | |
| Other values (2) | 73 |
Length
| Max length | 39 |
|---|---|
| Median length | 32 |
| Mean length | 20.931914 |
| Min length | 5 |
Characters and Unicode
| Total characters | 163248 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Townhouse and Single Family Home |
|---|---|
| 2nd row | Townhouse and Single Family Home |
| 3rd row | Townhouse and Single Family Home |
| 4th row | Townhouse and Single Family Home |
| 5th row | Townhouse and Single Family Home |
Common Values
| Value | Count | Frequency (%) |
| Townhouse and Single Family Home | 3137 | |
| Single Family Home | 2382 | |
| Condo | 1463 | |
| Townhouse | 409 | 5.2% |
| Condo and Townhouse | 335 | 4.3% |
| Condo, Townhouse and Single Family Home | 53 | 0.7% |
| Condo and Single Family Home | 20 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| single | 5592 | |
| family | 5592 | |
| home | 5592 | |
| townhouse | 3934 | |
| and | 3545 | |
| condo | 1871 | 7.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 18327 | ||
| o | 17202 | 10.5% |
| e | 15118 | 9.3% |
| n | 14942 | 9.2% |
| l | 11184 | 6.9% |
| m | 11184 | 6.9% |
| i | 11184 | 6.9% |
| a | 9137 | 5.6% |
| H | 5592 | 3.4% |
| y | 5592 | 3.4% |
| Other values (11) | 43786 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 163248 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 18327 | ||
| o | 17202 | 10.5% |
| e | 15118 | 9.3% |
| n | 14942 | 9.2% |
| l | 11184 | 6.9% |
| m | 11184 | 6.9% |
| i | 11184 | 6.9% |
| a | 9137 | 5.6% |
| H | 5592 | 3.4% |
| y | 5592 | 3.4% |
| Other values (11) | 43786 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 163248 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 18327 | ||
| o | 17202 | 10.5% |
| e | 15118 | 9.3% |
| n | 14942 | 9.2% |
| l | 11184 | 6.9% |
| m | 11184 | 6.9% |
| i | 11184 | 6.9% |
| a | 9137 | 5.6% |
| H | 5592 | 3.4% |
| y | 5592 | 3.4% |
| Other values (11) | 43786 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 163248 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 18327 | ||
| o | 17202 | 10.5% |
| e | 15118 | 9.3% |
| n | 14942 | 9.2% |
| l | 11184 | 6.9% |
| m | 11184 | 6.9% |
| i | 11184 | 6.9% |
| a | 9137 | 5.6% |
| H | 5592 | 3.4% |
| y | 5592 | 3.4% |
| Other values (11) | 43786 |
Selling Status
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 490.6 KiB |
| Selling | |
|---|---|
| Registration | 627 |
| Pending | 30 |
Length
| Max length | 12 |
|---|---|
| Median length | 7 |
| Mean length | 7.4019746 |
| Min length | 7 |
Characters and Unicode
| Total characters | 57728 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Selling |
|---|---|
| 2nd row | Selling |
| 3rd row | Selling |
| 4th row | Selling |
| 5th row | Selling |
Common Values
| Value | Count | Frequency (%) |
| Selling | 7142 | |
| Registration | 627 | 8.0% |
| Pending | 30 | 0.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| selling | 7142 | |
| registration | 627 | 8.0% |
| pending | 30 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 14284 | |
| i | 8426 | |
| n | 7829 | |
| e | 7799 | |
| g | 7799 | |
| S | 7142 | |
| t | 1254 | 2.2% |
| R | 627 | 1.1% |
| s | 627 | 1.1% |
| r | 627 | 1.1% |
| Other values (4) | 1314 | 2.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 57728 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| l | 14284 | |
| i | 8426 | |
| n | 7829 | |
| e | 7799 | |
| g | 7799 | |
| S | 7142 | |
| t | 1254 | 2.2% |
| R | 627 | 1.1% |
| s | 627 | 1.1% |
| r | 627 | 1.1% |
| Other values (4) | 1314 | 2.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 57728 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| l | 14284 | |
| i | 8426 | |
| n | 7829 | |
| e | 7799 | |
| g | 7799 | |
| S | 7142 | |
| t | 1254 | 2.2% |
| R | 627 | 1.1% |
| s | 627 | 1.1% |
| r | 627 | 1.1% |
| Other values (4) | 1314 | 2.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 57728 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| l | 14284 | |
| i | 8426 | |
| n | 7829 | |
| e | 7799 | |
| g | 7799 | |
| S | 7142 | |
| t | 1254 | 2.2% |
| R | 627 | 1.1% |
| s | 627 | 1.1% |
| r | 627 | 1.1% |
| Other values (4) | 1314 | 2.3% |
Construction Status
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 526.8 KiB |
| Construction | |
|---|---|
| Preconstruction | |
| Complete | 435 |
Length
| Max length | 15 |
|---|---|
| Median length | 12 |
| Mean length | 12.152712 |
| Min length | 8 |
Characters and Unicode
| Total characters | 94779 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Construction |
|---|---|
| 2nd row | Construction |
| 3rd row | Construction |
| 4th row | Construction |
| 5th row | Construction |
Common Values
| Value | Count | Frequency (%) |
| Construction | 6387 | |
| Preconstruction | 977 | 12.5% |
| Complete | 435 | 5.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| construction | 6387 | |
| preconstruction | 977 | 12.5% |
| complete | 435 | 5.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 15163 | |
| t | 15163 | |
| n | 14728 | |
| r | 8341 | |
| c | 8341 | |
| s | 7364 | |
| u | 7364 | |
| i | 7364 | |
| C | 6822 | |
| e | 1847 | 1.9% |
| Other values (4) | 2282 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 94779 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 15163 | |
| t | 15163 | |
| n | 14728 | |
| r | 8341 | |
| c | 8341 | |
| s | 7364 | |
| u | 7364 | |
| i | 7364 | |
| C | 6822 | |
| e | 1847 | 1.9% |
| Other values (4) | 2282 | 2.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 94779 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 15163 | |
| t | 15163 | |
| n | 14728 | |
| r | 8341 | |
| c | 8341 | |
| s | 7364 | |
| u | 7364 | |
| i | 7364 | |
| C | 6822 | |
| e | 1847 | 1.9% |
| Other values (4) | 2282 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 94779 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 15163 | |
| t | 15163 | |
| n | 14728 | |
| r | 8341 | |
| c | 8341 | |
| s | 7364 | |
| u | 7364 | |
| i | 7364 | |
| C | 6822 | |
| e | 1847 | 1.9% |
| Other values (4) | 2282 | 2.4% |
Builder(s)
Text
| Distinct | 367 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 16 |
| Missing (%) | 0.2% |
| Memory size | 584.4 KiB |
Length
| Max length | 64 |
|---|---|
| Median length | 51 |
| Mean length | 19.802904 |
| Min length | 5 |
Characters and Unicode
| Total characters | 154126 |
|---|---|
| Distinct characters | 61 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 35 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | Tribute Communities and Greybrook Realty Partners |
|---|---|
| 2nd row | Tribute Communities and Greybrook Realty Partners |
| 3rd row | Tribute Communities and Greybrook Realty Partners |
| 4th row | Tribute Communities and Greybrook Realty Partners |
| 5th row | Tribute Communities and Greybrook Realty Partners |
| Value | Count | Frequency (%) |
| homes | 4402 | 21.4% |
| communities | 853 | 4.1% |
| developments | 827 | 4.0% |
| group | 621 | 3.0% |
| and | 543 | 2.6% |
| development | 394 | 1.9% |
| fernbrook | 271 | 1.3% |
| ridge | 231 | 1.1% |
| aspen | 230 | 1.1% |
| corporation | 224 | 1.1% |
| Other values (473) | 11966 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 17962 | 11.7% |
| 15785 | 10.2% | |
| o | 14079 | 9.1% |
| m | 8957 | 5.8% |
| s | 8864 | 5.8% |
| n | 8694 | 5.6% |
| r | 8457 | 5.5% |
| a | 8095 | 5.3% |
| i | 8046 | 5.2% |
| t | 7176 | 4.7% |
| Other values (51) | 48011 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 154126 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 17962 | 11.7% |
| 15785 | 10.2% | |
| o | 14079 | 9.1% |
| m | 8957 | 5.8% |
| s | 8864 | 5.8% |
| n | 8694 | 5.6% |
| r | 8457 | 5.5% |
| a | 8095 | 5.3% |
| i | 8046 | 5.2% |
| t | 7176 | 4.7% |
| Other values (51) | 48011 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 154126 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 17962 | 11.7% |
| 15785 | 10.2% | |
| o | 14079 | 9.1% |
| m | 8957 | 5.8% |
| s | 8864 | 5.8% |
| n | 8694 | 5.6% |
| r | 8457 | 5.5% |
| a | 8095 | 5.3% |
| i | 8046 | 5.2% |
| t | 7176 | 4.7% |
| Other values (51) | 48011 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 154126 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 17962 | 11.7% |
| 15785 | 10.2% | |
| o | 14079 | 9.1% |
| m | 8957 | 5.8% |
| s | 8864 | 5.8% |
| n | 8694 | 5.6% |
| r | 8457 | 5.5% |
| a | 8095 | 5.3% |
| i | 8046 | 5.2% |
| t | 7176 | 4.7% |
| Other values (51) | 48011 |
Ceiling avg
Real number (ℝ)
MISSING 
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 2187 |
| Missing (%) | 28.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.9893086 |
| Minimum | 8 |
|---|---|
| Maximum | 14.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 61.1 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 8.5 |
| Q1 | 8.5 |
| median | 9 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 14.5 |
| Range | 6.5 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 0.70183944 |
|---|---|
| Coefficient of variation (CV) | 0.078074908 |
| Kurtosis | 18.12397 |
| Mean | 8.9893086 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 3.4339008 |
| Sum | 50448 |
| Variance | 0.4925786 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 2351 | |
| 8.5 | 1937 | |
| 9.5 | 763 | 9.8% |
| 10 | 224 | 2.9% |
| 8 | 175 | 2.2% |
| 10.5 | 62 | 0.8% |
| 13.5 | 38 | 0.5% |
| 13 | 27 | 0.3% |
| 12 | 23 | 0.3% |
| 11 | 8 | 0.1% |
| Other values (2) | 4 | 0.1% |
| (Missing) | 2187 |
| Value | Count | Frequency (%) |
| 8 | 175 | 2.2% |
| 8.5 | 1937 | |
| 9 | 2351 | |
| 9.5 | 763 | 9.8% |
| 10 | 224 | 2.9% |
| 10.5 | 62 | 0.8% |
| 11 | 8 | 0.1% |
| 12 | 23 | 0.3% |
| 13 | 27 | 0.3% |
| 13.5 | 38 | 0.5% |
| Value | Count | Frequency (%) |
| 14.5 | 2 | < 0.1% |
| 14 | 2 | < 0.1% |
| 13.5 | 38 | 0.5% |
| 13 | 27 | 0.3% |
| 12 | 23 | 0.3% |
| 11 | 8 | 0.1% |
| 10.5 | 62 | 0.8% |
| 10 | 224 | 2.9% |
| 9.5 | 763 | 9.8% |
| 9 | 2351 |
| Balcony Size SqFt | Baths | Bed Rooms | Building Type | Ceiling avg | Construction Status | Exposure | Floor # | Garage | Interior Size SqFt | Lot Size Ft | Price $ | Selling Status | Type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Balcony Size SqFt | 1.000 | 0.348 | 0.409 | 0.000 | 0.153 | 0.103 | 0.194 | 0.179 | 0.000 | 0.475 | NaN | 0.412 | 0.128 | 0.228 |
| Baths | 0.348 | 1.000 | 0.728 | 0.228 | 0.024 | 0.201 | 0.334 | -0.058 | 0.174 | 0.766 | 0.328 | 0.613 | 0.036 | 0.274 |
| Bed Rooms | 0.409 | 0.728 | 1.000 | 0.283 | -0.045 | 0.246 | 0.264 | 0.089 | 0.406 | 0.853 | 0.155 | 0.529 | 0.061 | 0.334 |
| Building Type | 0.000 | 0.228 | 0.283 | 1.000 | -0.130 | 0.315 | 0.443 | 0.072 | 1.000 | 0.498 | -0.250 | 0.066 | 0.199 | 0.484 |
| Ceiling avg | 0.153 | 0.024 | -0.045 | -0.130 | 1.000 | 0.216 | 0.389 | -0.097 | 0.000 | -0.001 | -0.064 | 0.139 | 0.142 | 0.223 |
| Construction Status | 0.103 | 0.201 | 0.246 | 0.315 | 0.216 | 1.000 | 0.189 | -0.068 | 0.000 | -0.213 | -0.046 | -0.033 | 0.170 | 0.321 |
| Exposure | 0.194 | 0.334 | 0.264 | 0.443 | 0.389 | 0.189 | 1.000 | 0.101 | 0.000 | 0.207 | NaN | 0.106 | 1.000 | 0.218 |
| Floor # | 0.179 | -0.058 | 0.089 | 0.072 | -0.097 | -0.068 | 0.101 | 1.000 | 0.000 | -0.099 | NaN | 0.123 | 1.000 | 0.215 |
| Garage | 0.000 | 0.174 | 0.406 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.667 | 0.834 | 0.425 | 0.000 | 0.549 |
| Interior Size SqFt | 0.475 | 0.766 | 0.853 | 0.498 | -0.001 | -0.213 | 0.207 | -0.099 | 0.667 | 1.000 | 0.444 | 0.618 | 0.063 | 0.360 |
| Lot Size Ft | NaN | 0.328 | 0.155 | -0.250 | -0.064 | -0.046 | NaN | NaN | 0.834 | 0.444 | 1.000 | 0.328 | 0.113 | 0.454 |
| Price $ | 0.412 | 0.613 | 0.529 | 0.066 | 0.139 | -0.033 | 0.106 | 0.123 | 0.425 | 0.618 | 0.328 | 1.000 | 0.039 | 0.153 |
| Selling Status | 0.128 | 0.036 | 0.061 | 0.199 | 0.142 | 0.170 | 1.000 | 1.000 | 0.000 | 0.063 | 0.113 | 0.039 | 1.000 | 0.122 |
| Type | 0.228 | 0.274 | 0.334 | 0.484 | 0.223 | 0.321 | 0.218 | 0.215 | 0.549 | 0.360 | 0.454 | 0.153 | 0.122 | 1.000 |
| Type | Bed Rooms | Baths | Interior Size SqFt | Lot Size Ft | Price $ | Balcony Size SqFt | Garage | Floor # | Exposure | City | Sub Area | Community Name | Building Type | Selling Status | Construction Status | Builder(s) | Ceiling avg | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Two Story | 3.0 | 3 | 1844.0 | NaN | 1149990 | NaN | NaN | NaN | NaN | Adjala-Tosorontio | Colgan | Colgan Crossing | Townhouse and Single Family Home | Selling | Construction | Tribute Communities and Greybrook Realty Partners | 8.5 |
| 1 | Two Story | 3.0 | 3 | 1844.0 | NaN | 1159990 | NaN | NaN | NaN | NaN | Adjala-Tosorontio | Colgan | Colgan Crossing | Townhouse and Single Family Home | Selling | Construction | Tribute Communities and Greybrook Realty Partners | 8.5 |
| 2 | Two Story | 3.0 | 3 | 1847.0 | NaN | 1159990 | NaN | NaN | NaN | NaN | Adjala-Tosorontio | Colgan | Colgan Crossing | Townhouse and Single Family Home | Selling | Construction | Tribute Communities and Greybrook Realty Partners | 8.5 |
| 3 | Two Story | 3.0 | 3 | 1847.0 | NaN | 1149990 | NaN | NaN | NaN | NaN | Adjala-Tosorontio | Colgan | Colgan Crossing | Townhouse and Single Family Home | Selling | Construction | Tribute Communities and Greybrook Realty Partners | 8.5 |
| 4 | Two Story | 3.0 | 3 | 1847.0 | NaN | 1159990 | NaN | NaN | NaN | NaN | Adjala-Tosorontio | Colgan | Colgan Crossing | Townhouse and Single Family Home | Selling | Construction | Tribute Communities and Greybrook Realty Partners | 8.5 |
| 5 | Two Story | 3.0 | 3 | 1847.0 | NaN | 1149990 | NaN | NaN | NaN | NaN | Adjala-Tosorontio | Colgan | Colgan Crossing | Townhouse and Single Family Home | Selling | Construction | Tribute Communities and Greybrook Realty Partners | 8.5 |
| 6 | Two Story | 3.0 | 3 | 2051.0 | NaN | 1219990 | NaN | NaN | NaN | NaN | Adjala-Tosorontio | Colgan | Colgan Crossing | Townhouse and Single Family Home | Selling | Construction | Tribute Communities and Greybrook Realty Partners | 8.5 |
| 7 | Two Story | 3.0 | 3 | 2053.0 | NaN | 1209990 | NaN | NaN | NaN | NaN | Adjala-Tosorontio | Colgan | Colgan Crossing | Townhouse and Single Family Home | Selling | Construction | Tribute Communities and Greybrook Realty Partners | 8.5 |
| 8 | Two Story | 3.0 | 3 | 2174.0 | NaN | 1239990 | NaN | NaN | NaN | NaN | Adjala-Tosorontio | Colgan | Colgan Crossing | Townhouse and Single Family Home | Selling | Construction | Tribute Communities and Greybrook Realty Partners | 8.5 |
| 9 | Two Story | 3.0 | 3 | 2178.0 | NaN | 1229990 | NaN | NaN | NaN | NaN | Adjala-Tosorontio | Colgan | Colgan Crossing | Townhouse and Single Family Home | Selling | Construction | Tribute Communities and Greybrook Realty Partners | 8.5 |
| Type | Bed Rooms | Baths | Interior Size SqFt | Lot Size Ft | Price $ | Balcony Size SqFt | Garage | Floor # | Exposure | City | Sub Area | Community Name | Building Type | Selling Status | Construction Status | Builder(s) | Ceiling avg | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7789 | Detached Two Story | 4.0 | 2 | 2279.0 | NaN | 984000 | NaN | NaN | NaN | NaN | The Village Farm | The Village Farm, Embro | NaN | Single Family Home | Selling | Construction | Langlois Eco Homesand Sinclair Homes | 9.0 |
| 7790 | Detached Two Story | 4.0 | 2 | 2519.0 | NaN | 999000 | NaN | NaN | NaN | NaN | The Village Farm | The Village Farm, Embro | NaN | Single Family Home | Selling | Construction | Langlois Eco Homesand Sinclair Homes | 9.0 |
| 7791 | Detached Two Story | 4.0 | 2 | 2519.0 | NaN | 1026000 | NaN | NaN | NaN | NaN | The Village Farm | The Village Farm, Embro | NaN | Single Family Home | Selling | Construction | Langlois Eco Homesand Sinclair Homes | 9.0 |
| 7792 | Detached Two Story | 3.0 | 2 | 1868.0 | 42.0 | 799900 | NaN | NaN | NaN | NaN | Zorra | Thames Springs West | Thames Springs West | Single Family Home | Selling | Construction | McKenzie Homes | 8.5 |
| 7793 | Detached Two Story | 3.0 | 2 | 2017.0 | 42.0 | 849900 | NaN | NaN | NaN | NaN | Zorra | Thames Springs West | Thames Springs West | Single Family Home | Selling | Construction | McKenzie Homes | 8.5 |
| 7794 | Detached Two Story | 3.0 | 3 | 2107.0 | 42.0 | 899900 | NaN | NaN | NaN | NaN | Zorra | Thames Springs West | Thames Springs West | Single Family Home | Selling | Construction | McKenzie Homes | 8.5 |
| 7795 | Detached Two Story | 4.0 | 2 | 2107.0 | 42.0 | 854900 | NaN | NaN | NaN | NaN | Zorra | Thames Springs West | Thames Springs West | Single Family Home | Selling | Construction | McKenzie Homes | 8.5 |
| 7796 | Detached Two Story | 4.0 | 2 | 2495.0 | 42.0 | 950000 | NaN | NaN | NaN | NaN | Zorra | Thames Springs West | Thames Springs West | Single Family Home | Selling | Construction | McKenzie Homes | 8.5 |
| 7797 | Detached Two Story | 4.0 | 3 | 2643.0 | 42.0 | 1052980 | NaN | NaN | NaN | NaN | Zorra | Thames Springs West | Thames Springs West | Single Family Home | Selling | Construction | McKenzie Homes | 8.5 |
| 7798 | Detached Two Story | 5.0 | 3 | 2543.0 | 42.0 | 1018200 | NaN | NaN | NaN | NaN | Zorra | Thames Springs West | Thames Springs West | Single Family Home | Selling | Construction | McKenzie Homes | 8.5 |
Most frequently occurring
| Type | Bed Rooms | Baths | Interior Size SqFt | Lot Size Ft | Price $ | Balcony Size SqFt | Garage | Floor # | Exposure | City | Sub Area | Community Name | Building Type | Selling Status | Construction Status | Builder(s) | Ceiling avg | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 132 | Suite | 2.0 | 2 | 1285.0 | NaN | 579990 | NaN | NaN | 2.0 | NaN | Hamilton (Metropolitan area) | Hamilton | Binbrook | Condo | Selling | Complete | Homes John Bruce Robinson | NaN | 7 |
| 180 | Two Story | 3.0 | 3 | 1740.0 | NaN | 699900 | NaN | NaN | NaN | NaN | Hastings | Hastings | Lock Eighteen | Townhouse | Selling | Construction | Brenbrooke Homes | 9.0 | 6 |
| 24 | Detached Bungalow | 3.0 | 2 | 1700.0 | 50.0 | 1121900 | NaN | NaN | NaN | NaN | Ottawa - Gatineau (Metropolitan area) | Ottawa | Avalon | Townhouse and Single Family Home | Selling | Construction | eQ Homes | 9.0 | 5 |
| 203 | Two Story | 4.0 | 3 | 2180.0 | NaN | 1269900 | NaN | NaN | NaN | NaN | Collingwood (Metropolitan area) | Collingwood | 645 Sixth Street Townhomes | Townhouse | Selling | Preconstruction | Dream Maker Developments Inc. and Inception Builds | NaN | 5 |
| 13 | Detached Bungalow | 2.0 | 2 | 1342.0 | 42.0 | 938900 | NaN | NaN | NaN | NaN | Ottawa - Gatineau (Metropolitan area) | Ottawa | Avalon | Townhouse and Single Family Home | Selling | Construction | eQ Homes | 9.0 | 4 |
| 14 | Detached Bungalow | 2.0 | 2 | 1433.0 | 42.0 | 963900 | NaN | NaN | NaN | NaN | Ottawa - Gatineau (Metropolitan area) | Ottawa | Avalon | Townhouse and Single Family Home | Selling | Construction | eQ Homes | 9.0 | 4 |
| 15 | Detached Bungalow | 2.0 | 2 | 1462.0 | 35.0 | 859900 | NaN | NaN | NaN | NaN | Ottawa - Gatineau (Metropolitan area) | Ottawa | Avalon | Townhouse and Single Family Home | Selling | Construction | eQ Homes | 9.0 | 4 |
| 16 | Detached Bungalow | 2.0 | 2 | 1500.0 | 42.0 | 1042900 | NaN | NaN | NaN | NaN | Ottawa - Gatineau (Metropolitan area) | Ottawa | Avalon | Townhouse and Single Family Home | Selling | Construction | eQ Homes | 9.0 | 4 |
| 18 | Detached Bungalow | 2.0 | 2 | 1640.0 | 42.0 | 1044900 | NaN | NaN | NaN | NaN | Ottawa - Gatineau (Metropolitan area) | Ottawa | Avalon | Townhouse and Single Family Home | Selling | Construction | eQ Homes | 9.0 | 4 |
| 25 | Detached Bungalow | 3.0 | 2 | 2079.0 | 50.0 | 1179900 | NaN | NaN | NaN | NaN | Ottawa - Gatineau (Metropolitan area) | Ottawa | Avalon | Townhouse and Single Family Home | Selling | Construction | eQ Homes | 9.0 | 4 |